Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "7" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 100 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 96 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.493353 | -0.801943 | 2.623336 | 0.678214 | 0.835106 | 0.402623 | 2.486071 | 1.444276 | 0.7719 | 0.7698 | 0.2678 | 14.484839 | 13.641881 |
| 2459593 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.514833 | -1.338818 | 2.228516 | 0.892343 | 1.394249 | 0.932386 | 2.650257 | 1.578294 | 0.7326 | 0.7277 | 0.2551 | 5.036800 | 5.262029 |
| 2459592 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.177537 | -0.867183 | 0.513157 | -0.410758 | -1.160865 | -0.331036 | -1.817512 | 0.043509 | 0.0290 | 0.0315 | 0.0011 | nan | nan |
| 2459591 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.443150 | -1.599443 | 3.020305 | 0.816832 | 0.559642 | 1.069516 | 0.192164 | 0.933606 | 0.6681 | 0.6801 | 0.3855 | 5.086945 | 5.574132 |
| 2459590 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.024446 | -1.368388 | 2.470791 | 1.141512 | 0.143941 | 0.286186 | 1.980361 | 1.418752 | 0.6701 | 0.6790 | 0.3808 | 4.878038 | 5.339601 |
| 2459589 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.013048 | -1.219272 | 1.924168 | 0.713870 | 1.034405 | 0.501056 | 2.503091 | 1.700863 | 0.6997 | 0.6988 | 0.3031 | 4.631576 | 5.183911 |
| 2459588 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.229039 | -1.104457 | 2.987529 | 0.938202 | 3.702629 | 3.160871 | 3.325067 | 2.638604 | 0.7817 | 0.7639 | 0.2238 | 8.630941 | 7.705023 |
| 2459587 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | 351.999679 | 351.817865 | inf | inf | 103.686814 | 106.055724 | 580.207529 | 569.657360 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.008797 | -1.755008 | -0.929557 | -0.695887 | -0.785891 | 0.017678 | 0.540941 | 0.557073 | 0.6662 | 0.6787 | 0.3738 | 4.024496 | 4.230360 |
| 2459585 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.802851 | -1.393619 | -0.121065 | -0.732402 | -0.508215 | -0.690709 | -0.406581 | 1.521233 | 0.0320 | 0.0335 | 0.0017 | 0.000000 | 0.000000 |
| 2459584 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 16.464449 | 18.031567 | 1.174491 | 2.683542 | 2.145455 | 3.055114 | 0.081218 | -0.353030 | 0.6223 | 0.6368 | 0.3805 | 3.346182 | 3.403052 |
| 2459583 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.368663 | -2.004927 | -0.728099 | -0.331655 | 0.073881 | -0.982138 | 0.816553 | 0.646337 | 0.6644 | 0.6712 | 0.3998 | 4.091368 | 3.987744 |
| 2459582 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.017404 | -1.812071 | -0.801575 | -0.358988 | 0.617208 | -0.646186 | 0.173450 | 0.373642 | 0.6658 | 0.6743 | 0.4045 | 3.934186 | 4.042783 |
| 2459581 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.207334 | -2.189045 | -0.704807 | -0.205248 | 0.281278 | -0.715348 | 1.044146 | 0.671276 | 0.6649 | 0.6755 | 0.4050 | 3.844277 | 3.990680 |
| 2459580 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.278771 | -1.899042 | -0.852208 | -0.104431 | -0.479677 | -0.756937 | 1.172410 | 0.626970 | 0.6757 | 0.6855 | 0.3941 | 3.982806 | 3.989583 |
| 2459579 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.134565 | -1.698998 | -0.823173 | -0.181453 | 0.153952 | -0.698948 | 1.117608 | 1.410592 | 0.6728 | 0.6834 | 0.3969 | 5.054926 | 5.021566 |
| 2459578 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.381253 | 0.341023 | -0.829178 | -0.334704 | 0.154996 | 0.798792 | 0.186108 | 0.169799 | 0.0301 | 0.0308 | 0.0010 | nan | nan |
| 2459577 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.980793 | -2.126525 | -0.804389 | -0.368642 | 0.519946 | -0.927448 | 1.624914 | 1.515300 | 0.6757 | 0.6878 | 0.3938 | 3.764258 | 3.917539 |
| 2459576 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.815819 | -1.648223 | -0.624405 | -0.627528 | -0.232898 | -0.507939 | 3.773714 | 2.226739 | 0.6787 | 0.6903 | 0.3995 | 2.444375 | 2.398498 |
| 2459575 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.664743 | -1.623285 | -0.766835 | -0.710957 | -0.746830 | -1.232446 | -0.619886 | -0.669061 | 0.7330 | 0.7393 | 0.3497 | 0.000000 | 0.000000 |
| 2459574 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.768761 | -1.536124 | -0.725179 | -0.809147 | -0.079955 | -0.564557 | 1.030902 | 0.099897 | 0.6739 | 0.6952 | 0.3871 | 3.204234 | 3.081791 |
| 2459573 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.983359 | -1.524461 | -0.908890 | -0.032431 | -0.028684 | -0.991755 | 1.943217 | 1.607240 | 0.6651 | 0.6767 | 0.4065 | 0.000000 | 0.000000 |
| 2459572 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.283196 | -1.648146 | -0.796348 | -0.565354 | -0.184993 | -0.733563 | 0.128520 | 1.035534 | 0.6696 | 0.6822 | 0.4078 | 3.084862 | 2.873180 |
| 2459571 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.115214 | 0.315524 | -0.806599 | -0.443043 | -0.321631 | -0.293866 | 0.088983 | -0.010981 | 0.0294 | 0.0285 | 0.0011 | nan | nan |
| 2459570 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.667169 | -1.653528 | -0.744739 | -0.596497 | -0.774180 | -0.939770 | -0.694626 | -0.716022 | 0.7397 | 0.7474 | 0.2609 | 3.391947 | 3.323712 |
| 2459566 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.727366 | -1.488709 | -0.635534 | -0.286768 | 0.131270 | -0.664404 | -0.205650 | -0.368148 | 0.6691 | 0.6806 | 0.4151 | 4.414344 | 3.427083 |
| 2459565 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | -2.569066 | -2.569066 | -2.410329 | -2.410329 | 0.475242 | 0.475242 | 0.005642 | 0.005642 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.087861 | 1.827715 | 1.498464 | 1.791613 | -0.533368 | -0.644579 | -1.585287 | -0.905045 | 0.6887 | 0.6906 | 0.3925 | 3.102455 | 2.897288 |
| 2459563 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.811741 | 5.615050 | 20.906049 | 21.692442 | 9.988611 | 12.823510 | -1.275346 | -0.784249 | 0.6635 | 0.6642 | 0.4074 | 3.626837 | 3.575106 |
| 2459562 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.334726 | 0.908766 | 0.283750 | 0.406305 | -1.165033 | -1.002704 | -1.254311 | -1.201232 | 0.6754 | 0.6787 | 0.4005 | 3.230003 | 2.841992 |
| 2459561 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.780272 | 1.464300 | 0.778120 | 0.962635 | -0.984448 | -0.668229 | -1.853999 | -1.906954 | 0.6760 | 0.6809 | 0.3945 | 2.962656 | 2.715591 |
| 2459560 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.353097 | 1.148831 | 0.387991 | 0.770186 | -0.716993 | -0.230961 | -1.406244 | -1.492318 | 0.6704 | 0.6732 | 0.4095 | 2.739097 | 2.362503 |
| 2459559 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.891666 | 1.788080 | 0.966101 | 1.259619 | -0.373198 | 0.111052 | -1.367066 | -1.416848 | 0.6838 | 0.6919 | 0.3920 | 2.821652 | 2.689530 |
| 2459558 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.547919 | 5.678000 | 11.222965 | 11.234413 | 10.769939 | 12.577074 | -1.580670 | -1.632112 | 0.6845 | 0.6852 | 0.3978 | 2.929775 | 2.717929 |
| 2459557 | dish_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0327 | 0.0328 | 0.0020 | nan | nan |
| 2459556 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.067891 | 6.122563 | 11.760552 | 11.623913 | 10.331830 | 11.543308 | -1.073957 | -2.322464 | 0.6931 | 0.6929 | 0.3869 | 3.190900 | 2.948700 |
| 2459554 | dish_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6798 | 0.6806 | 0.4046 | nan | nan |
| 2459553 | dish_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6868 | 0.6874 | 0.4006 | nan | nan |
| 2459552 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.026214 | 6.770086 | 15.394187 | 16.260110 | 16.000694 | 18.314996 | 0.451497 | 0.426383 | 0.6892 | 0.6848 | 0.3995 | 0.000000 | 0.000000 |
| 2459551 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.638302 | 1.344756 | 0.710753 | 1.045964 | -1.243701 | -0.284466 | -1.552622 | -1.680402 | 0.6806 | 0.6809 | 0.3954 | 2.985499 | 2.813915 |
| 2459550 | dish_ok | - | 98.35% | 98.35% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0536 | 0.0525 | 0.0004 | nan | nan |
| 2459549 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.603556 | 5.512312 | 11.286712 | 11.898597 | 10.543131 | 12.823884 | -1.585351 | -1.913103 | 0.6834 | 0.6833 | 0.4061 | 2.883217 | 2.841764 |
| 2459542 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.947055 | 5.645491 | 22.480339 | 23.842411 | 0.303752 | 1.011508 | -1.682497 | -1.701931 | 0.7447 | 0.7337 | 0.3704 | 2.786912 | 2.684151 |
| 2459541 | dish_ok | 100.00% | 1.79% | 1.79% | 0.00% | 100.00% | 0.00% | 4.655512 | 4.721479 | 14.140159 | 14.074868 | 8.865609 | 10.976197 | 3.770148 | 3.611408 | 0.7308 | 0.7166 | 0.3431 | 3.551974 | 3.514038 |
| 2459540 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.727425 | 2.187833 | 2.141743 | 2.189453 | 0.313075 | 0.580489 | -1.075569 | -0.808440 | 0.7395 | 0.7189 | 0.3683 | 3.284629 | 2.979048 |
| 2459536 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.937605 | 8.913253 | 18.785404 | 19.831688 | 17.198630 | 19.018944 | -2.412593 | -3.627811 | 0.7203 | 0.7223 | 0.4194 | 4.484469 | 4.263835 |
| 2459535 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.149494 | 1.510624 | 1.640066 | 1.891661 | -0.145932 | 0.889837 | -1.242154 | -1.347206 | 0.7731 | 0.7428 | 0.3878 | 2.795794 | 2.735019 |
| 2459534 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.320673 | 1.133439 | 0.675841 | 1.004310 | -0.607882 | -0.097953 | -0.841865 | -1.313463 | 0.7654 | 0.7462 | 0.3721 | 3.701529 | 3.366640 |
| 2459533 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.971194 | 6.057153 | 11.640656 | 12.049802 | 9.636580 | 11.492789 | -1.782352 | -1.658080 | 0.7091 | 0.7064 | 0.4058 | 3.000780 | 2.958113 |
| 2459532 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.992017 | 7.123660 | 15.304028 | 15.446056 | 11.691361 | 14.249984 | -1.589267 | -1.844122 | 0.7086 | 0.7028 | 0.4059 | 3.429477 | 3.434825 |
| 2459530 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.411992 | 1.349664 | 0.637735 | 0.866751 | -0.964981 | -0.317579 | -1.507453 | -1.343367 | 0.7308 | 0.7203 | 0.4059 | 3.039947 | 3.003674 |
| 2459527 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459523 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.644878 | 4.570170 | 6.289623 | 7.389406 | 4.385400 | 2.678515 | 2.073803 | 1.071224 | 0.0319 | 0.0346 | 0.0017 | nan | nan |
| 2459508 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.292764 | 7.244420 | 9.736658 | 9.811095 | 10.355695 | 8.970741 | 8.647749 | 10.735728 | 0.8733 | 0.8950 | 0.2718 | 0.000000 | 0.000000 |
| 2459505 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.412401 | 4.186345 | 12.700752 | 11.556608 | 3.455093 | 5.790702 | -0.864102 | -0.676536 | 0.8779 | 0.8350 | 0.2279 | 7.368158 | 7.176811 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 3.841468 | -1.474889 | 1.856105 | 0.395535 | 1.065311 | 1.382446 | 0.172873 | 3.841468 | 2.798870 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 3.644585 | -1.397646 | -0.725797 | 0.711549 | 3.644585 | 0.005938 | 0.212926 | 1.819471 | 0.677189 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 1.391641 | 0.362219 | -0.982805 | 0.492852 | 1.068796 | 0.592988 | -0.430071 | 1.281047 | 1.391641 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 1.729005 | -0.447009 | -0.511456 | 0.447478 | 0.586121 | 1.479073 | -0.794185 | 1.729005 | 1.032345 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 1.628040 | -1.246669 | -0.577334 | 0.368470 | 1.516804 | 1.224505 | 0.389676 | 1.628040 | 1.613257 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 2.718105 | -1.418807 | 1.485750 | 0.772077 | 1.590607 | 1.619132 | 0.048882 | 2.718105 | 2.086752 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 2.555406 | 0.761755 | -1.103260 | 1.007292 | 0.500845 | -0.277658 | 0.787179 | 2.555406 | 1.899987 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 2.822733 | -0.903232 | 1.455987 | 1.181999 | 2.822733 | 2.012530 | -0.104106 | 1.683391 | 1.244097 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 1.937117 | 0.911302 | -1.328530 | 1.072839 | 0.489165 | -0.392120 | 0.143494 | 1.409828 | 1.937117 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 1.200410 | 0.919656 | -1.390470 | 1.200410 | 0.480496 | -0.639167 | 0.192603 | 0.011575 | 1.085736 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 2.810769 | 1.226406 | -0.723980 | 1.352579 | 1.218484 | -0.197036 | 0.150804 | 2.565743 | 2.810769 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 3.447503 | 1.643484 | -1.184536 | 0.736601 | 0.230272 | -0.020886 | 0.477550 | 2.240070 | 3.447503 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 1.906167 | 1.866385 | -1.427057 | 1.703908 | 0.394643 | -0.481446 | 0.549861 | 1.746076 | 1.906167 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 2.896698 | -1.781068 | 1.968329 | 0.401762 | 2.896698 | 0.239811 | -0.138278 | 1.292405 | 0.467752 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 2.988971 | -1.337757 | 1.708841 | 0.429616 | 2.988971 | 0.186237 | 0.071031 | -0.411104 | -0.405224 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Variability | 2.834396 | -1.783720 | 0.099597 | 0.679944 | 2.673326 | 0.836621 | 2.834396 | 0.281581 | -0.043743 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | 0.714571 | 0.714571 | -0.213269 | 0.049423 | -0.403535 | 0.427423 | 0.152838 | -1.167662 | 0.396914 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | 2.343635 | 2.343635 | -1.433885 | 2.193570 | 0.837380 | 1.200888 | 1.182187 | 1.947630 | 1.826905 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 2.531057 | 0.661405 | -0.778039 | 2.531057 | 0.663038 | -0.356553 | -0.340696 | 0.528911 | 0.233568 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 3.285444 | -1.342825 | -0.168000 | 1.096239 | 3.285444 | 0.600842 | 0.034014 | 1.034626 | 0.412264 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 1.862315 | -0.210167 | -1.325973 | 1.862315 | 0.957536 | 0.147477 | 0.921358 | 1.393832 | 1.495923 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 3.052872 | -1.549170 | -0.412088 | 1.473952 | 2.821329 | 0.384607 | 0.287094 | 3.052872 | 2.658482 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 1.860377 | -1.420217 | -0.323319 | 1.075234 | 1.860377 | 0.615922 | 0.595952 | 1.243981 | 1.032097 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 3.689147 | -1.394468 | -0.762752 | 0.945423 | 1.708035 | 0.937711 | 3.070286 | 3.576616 | 3.689147 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 2.623336 | 0.493353 | -0.801943 | 2.623336 | 0.678214 | 0.835106 | 0.402623 | 2.486071 | 1.444276 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 2.650257 | -0.514833 | -1.338818 | 2.228516 | 0.892343 | 1.394249 | 0.932386 | 2.650257 | 1.578294 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 0.513157 | -0.867183 | 0.177537 | -0.410758 | 0.513157 | -0.331036 | -1.160865 | 0.043509 | -1.817512 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 3.020305 | -1.599443 | -0.443150 | 0.816832 | 3.020305 | 1.069516 | 0.559642 | 0.933606 | 0.192164 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 2.470791 | -0.024446 | -1.368388 | 2.470791 | 1.141512 | 0.143941 | 0.286186 | 1.980361 | 1.418752 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 2.503091 | -1.219272 | -0.013048 | 0.713870 | 1.924168 | 0.501056 | 1.034405 | 1.700863 | 2.503091 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Variability | 3.702629 | 0.229039 | -1.104457 | 2.987529 | 0.938202 | 3.702629 | 3.160871 | 3.325067 | 2.638604 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Power | inf | 351.817865 | 351.999679 | inf | inf | 106.055724 | 103.686814 | 569.657360 | 580.207529 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 0.557073 | -1.008797 | -1.755008 | -0.929557 | -0.695887 | -0.785891 | 0.017678 | 0.540941 | 0.557073 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 1.521233 | -0.802851 | -1.393619 | -0.121065 | -0.732402 | -0.508215 | -0.690709 | -0.406581 | 1.521233 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | 18.031567 | 16.464449 | 18.031567 | 1.174491 | 2.683542 | 2.145455 | 3.055114 | 0.081218 | -0.353030 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 0.816553 | -1.368663 | -2.004927 | -0.728099 | -0.331655 | 0.073881 | -0.982138 | 0.816553 | 0.646337 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Variability | 0.617208 | -1.812071 | -1.017404 | -0.358988 | -0.801575 | -0.646186 | 0.617208 | 0.373642 | 0.173450 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 1.044146 | -1.207334 | -2.189045 | -0.704807 | -0.205248 | 0.281278 | -0.715348 | 1.044146 | 0.671276 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 1.172410 | -1.899042 | -1.278771 | -0.104431 | -0.852208 | -0.756937 | -0.479677 | 0.626970 | 1.172410 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 1.410592 | -1.134565 | -1.698998 | -0.823173 | -0.181453 | 0.153952 | -0.698948 | 1.117608 | 1.410592 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Variability | 0.798792 | -0.381253 | 0.341023 | -0.829178 | -0.334704 | 0.154996 | 0.798792 | 0.186108 | 0.169799 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 1.624914 | -2.126525 | -0.980793 | -0.368642 | -0.804389 | -0.927448 | 0.519946 | 1.515300 | 1.624914 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 3.773714 | -1.648223 | -0.815819 | -0.627528 | -0.624405 | -0.507939 | -0.232898 | 2.226739 | 3.773714 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | 0.664743 | -1.623285 | 0.664743 | -0.710957 | -0.766835 | -1.232446 | -0.746830 | -0.669061 | -0.619886 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | 2.768761 | 2.768761 | -1.536124 | -0.725179 | -0.809147 | -0.079955 | -0.564557 | 1.030902 | 0.099897 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 1.943217 | -1.524461 | -0.983359 | -0.032431 | -0.908890 | -0.991755 | -0.028684 | 1.607240 | 1.943217 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 1.035534 | -1.648146 | -1.283196 | -0.565354 | -0.796348 | -0.733563 | -0.184993 | 1.035534 | 0.128520 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | 0.315524 | 0.315524 | -0.115214 | -0.443043 | -0.806599 | -0.293866 | -0.321631 | -0.010981 | 0.088983 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | 0.667169 | -1.653528 | 0.667169 | -0.596497 | -0.744739 | -0.939770 | -0.774180 | -0.716022 | -0.694626 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Variability | 0.131270 | -1.488709 | -0.727366 | -0.286768 | -0.635534 | -0.664404 | 0.131270 | -0.368148 | -0.205650 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Variability | 0.475242 | -2.569066 | -2.569066 | -2.410329 | -2.410329 | 0.475242 | 0.475242 | 0.005642 | 0.005642 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | 1.827715 | 1.087861 | 1.827715 | 1.498464 | 1.791613 | -0.533368 | -0.644579 | -1.585287 | -0.905045 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Power | 21.692442 | 4.811741 | 5.615050 | 20.906049 | 21.692442 | 9.988611 | 12.823510 | -1.275346 | -0.784249 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | 0.908766 | 0.334726 | 0.908766 | 0.283750 | 0.406305 | -1.165033 | -1.002704 | -1.254311 | -1.201232 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | 1.464300 | 0.780272 | 1.464300 | 0.778120 | 0.962635 | -0.984448 | -0.668229 | -1.853999 | -1.906954 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | 1.148831 | 0.353097 | 1.148831 | 0.387991 | 0.770186 | -0.716993 | -0.230961 | -1.406244 | -1.492318 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | 1.788080 | 0.891666 | 1.788080 | 0.966101 | 1.259619 | -0.373198 | 0.111052 | -1.367066 | -1.416848 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Variability | 12.577074 | 5.678000 | 4.547919 | 11.234413 | 11.222965 | 12.577074 | 10.769939 | -1.632112 | -1.580670 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 11.760552 | 6.122563 | 5.067891 | 11.623913 | 11.760552 | 11.543308 | 10.331830 | -2.322464 | -1.073957 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Variability | 18.314996 | 6.770086 | 6.026214 | 16.260110 | 15.394187 | 18.314996 | 16.000694 | 0.426383 | 0.451497 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | 1.344756 | 1.344756 | 0.638302 | 1.045964 | 0.710753 | -0.284466 | -1.243701 | -1.680402 | -1.552622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Variability | 12.823884 | 4.603556 | 5.512312 | 11.286712 | 11.898597 | 10.543131 | 12.823884 | -1.585351 | -1.913103 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Power | 23.842411 | 5.645491 | 4.947055 | 23.842411 | 22.480339 | 1.011508 | 0.303752 | -1.701931 | -1.682497 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 14.140159 | 4.721479 | 4.655512 | 14.074868 | 14.140159 | 10.976197 | 8.865609 | 3.611408 | 3.770148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Power | 2.189453 | 2.187833 | 1.727425 | 2.189453 | 2.141743 | 0.580489 | 0.313075 | -0.808440 | -1.075569 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Power | 19.831688 | 8.913253 | 6.937605 | 19.831688 | 18.785404 | 19.018944 | 17.198630 | -3.627811 | -2.412593 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Power | 1.891661 | 1.149494 | 1.510624 | 1.640066 | 1.891661 | -0.145932 | 0.889837 | -1.242154 | -1.347206 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | 1.133439 | 1.133439 | 0.320673 | 1.004310 | 0.675841 | -0.097953 | -0.607882 | -1.313463 | -0.841865 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Power | 12.049802 | 4.971194 | 6.057153 | 11.640656 | 12.049802 | 9.636580 | 11.492789 | -1.782352 | -1.658080 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Power | 15.446056 | 5.992017 | 7.123660 | 15.304028 | 15.446056 | 11.691361 | 14.249984 | -1.589267 | -1.844122 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | 1.349664 | 1.349664 | 0.411992 | 0.866751 | 0.637735 | -0.317579 | -0.964981 | -1.343367 | -1.507453 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Power | 7.389406 | 4.570170 | 4.644878 | 7.389406 | 6.289623 | 2.678515 | 4.385400 | 1.071224 | 2.073803 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 10.735728 | 7.244420 | 6.292764 | 9.811095 | 9.736658 | 8.970741 | 10.355695 | 10.735728 | 8.647749 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Variability | 15.717530 | 7.934531 | 8.377760 | 13.583385 | 13.967900 | 15.717530 | 14.213170 | 3.146157 | -2.496140 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 12.700752 | 4.186345 | 4.412401 | 11.556608 | 12.700752 | 5.790702 | 3.455093 | -0.676536 | -0.864102 |